Ensure that all documentation and metadata are comprehensive and complete. Example actions might include: open and run the data files; inspect the contents in order to validate, clean, and/or enhance data for future use; look for missing documentation about codes used, the significance of “null” and “blank” values, or unclear acronyms.
Dataset citation “Data from: Koe: Web-based software to classify acoustic units and analyse sequence structure in animal vocalisations” available from Dryad Digital Repository at https://doi.org/10.5061/dryad.h44j0zpfg.
Dataset citation “Data from: Origin and role of the cerebrospinal fluid bidirectional flow in the central canal” available from Dryad Digital Repository at https://doi.org/10.5061/dryad.4mj3pv1.
Dataset citation “Large air pressure changes in a cave in northern Taiwan” available from Dryad Digital Repository at https://doi.org/10.5061/dryad.05qfttdzh.
Dataset citation “Data from: Evaluation of the mycobiome of ballast water and implications for fungal pathogen distribution” available from Duke University’s Research Data Repository at https://doi.org/10.7924/r4t72cv5v.
Dataset citation “Land productivity and land availability for growing bioenergy crop in the Contiguous US. Center for Advanced Bioenergy and Bioproducts Innovation (CABBI)” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-4584681_V1.
Dataset citation “Trained models for multi-task multi-dataset learning for text classification in tweets” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-1917934_V1.
Dataset citation “Data for: Higher-order interaction between species inhibits bacterial invasion of a phototroph-predator microbial community” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-0946028_V1.
Dataset citation “Data for: Revising the Ozone Depletion Potentials for Short-Lived Chemicals such as CF3I and CH3I” available from Illinois Data Bank at https://doi.org/10.13012/B2IDB-5952573_V1.
Dataset citation “Aircraft Data for Airborne Assessment of Methane Emissions from Offshore Platforms in the U.S. Gulf of Mexico” available from Deep Blue Data at https://doi.org/10.7302/v559-6e13.
Dataset citation “Data for ‘Myelin Water Fraction Estimation Using Small-Tip Fast Recovery MRI’” available from Deep Blue Data at https://doi.org/10.7302/nw6e-1d66.